{ "best_metric": 0.6001824140548706, "best_model_checkpoint": "bert_tiny_lda_book_cola/checkpoint-102", "epoch": 8.0, "eval_steps": 500, "global_step": 272, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.9901484251022339, "learning_rate": 4.9e-05, "loss": 0.6151, "step": 34 }, { "epoch": 1.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6124610304832458, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3444, "eval_samples_per_second": 3028.672, "eval_steps_per_second": 14.519, "step": 34 }, { "epoch": 2.0, "grad_norm": 1.1867563724517822, "learning_rate": 4.8e-05, "loss": 0.6005, "step": 68 }, { "epoch": 2.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6067861318588257, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3546, "eval_samples_per_second": 2941.076, "eval_steps_per_second": 14.099, "step": 68 }, { "epoch": 3.0, "grad_norm": 1.5974591970443726, "learning_rate": 4.7e-05, "loss": 0.5742, "step": 102 }, { "epoch": 3.0, "eval_accuracy": 0.6883988380432129, "eval_loss": 0.6001824140548706, "eval_matthews_correlation": 0.12973131375830682, "eval_runtime": 0.3319, "eval_samples_per_second": 3142.634, "eval_steps_per_second": 15.065, "step": 102 }, { "epoch": 4.0, "grad_norm": 2.08528733253479, "learning_rate": 4.600000000000001e-05, "loss": 0.5244, "step": 136 }, { "epoch": 4.0, "eval_accuracy": 0.6816874146461487, "eval_loss": 0.6038218140602112, "eval_matthews_correlation": 0.1886355297952276, "eval_runtime": 0.3704, "eval_samples_per_second": 2815.743, "eval_steps_per_second": 13.498, "step": 136 }, { "epoch": 5.0, "grad_norm": 3.010711669921875, "learning_rate": 4.5e-05, "loss": 0.465, "step": 170 }, { "epoch": 5.0, "eval_accuracy": 0.6941514611244202, "eval_loss": 0.6201082468032837, "eval_matthews_correlation": 0.20897220233431726, "eval_runtime": 0.3534, "eval_samples_per_second": 2950.992, "eval_steps_per_second": 14.147, "step": 170 }, { "epoch": 6.0, "grad_norm": 3.648045063018799, "learning_rate": 4.4000000000000006e-05, "loss": 0.408, "step": 204 }, { "epoch": 6.0, "eval_accuracy": 0.6941514611244202, "eval_loss": 0.6508533954620361, "eval_matthews_correlation": 0.2271309414393642, "eval_runtime": 0.3403, "eval_samples_per_second": 3065.135, "eval_steps_per_second": 14.694, "step": 204 }, { "epoch": 7.0, "grad_norm": 3.4453964233398438, "learning_rate": 4.3e-05, "loss": 0.3617, "step": 238 }, { "epoch": 7.0, "eval_accuracy": 0.6893576383590698, "eval_loss": 0.6936684250831604, "eval_matthews_correlation": 0.21894626694065988, "eval_runtime": 0.3454, "eval_samples_per_second": 3019.284, "eval_steps_per_second": 14.474, "step": 238 }, { "epoch": 8.0, "grad_norm": 6.493313312530518, "learning_rate": 4.2e-05, "loss": 0.3142, "step": 272 }, { "epoch": 8.0, "eval_accuracy": 0.7037392258644104, "eval_loss": 0.7315708994865417, "eval_matthews_correlation": 0.23873407559405013, "eval_runtime": 0.3786, "eval_samples_per_second": 2754.759, "eval_steps_per_second": 13.206, "step": 272 }, { "epoch": 8.0, "step": 272, "total_flos": 1793902531485696.0, "train_loss": 0.48289138429305134, "train_runtime": 47.8258, "train_samples_per_second": 8939.74, "train_steps_per_second": 35.546 } ], "logging_steps": 1, "max_steps": 1700, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1793902531485696.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }